A Decision Theoretic Framework for Real-Time Communication - Aditya Mahajan; Demosthenis Teneketzis (CoRR, 2005)

An improved interpretation of depletion approximation in p-n-junctions. - Baquer Mazhari; Aditya Mahajan (IEEE Trans. Educ., 2005)

Optimal Performance of Feedback Control Systems with Limited Communication over Noisy Channels. - Aditya Mahajan; Demosthenis Teneketzis (CDC, 2006)

Fixed Delay Optimal Joint Source-Channel Coding for Finite-Memory Systems. - Aditya Mahajan; Demosthenis Teneketzis (ISIT, 2006)

A novel method for down-conversion of multiple bandpass signals. - Aditya Mahajan; Manu Agarwal; Ajit Kumar Chaturvedi (IEEE Trans. Wirel. Commun., 2006)

On Real-Time Communication Systems with Noisy Feedback - Aditya Mahajan; Demosthenis Teneketzis (CoRR, 2007)

Identifying tractable decentralized control problems on the basis of information structure. - Aditya Mahajan; Ashutosh Nayyar; Demosthenis Teneketzis (Allerton, 2008)

A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration. - Mahta Moghaddam; Dara Entekhabi; Yuriy Goykhman; Mingyan Liu; Aditya Mahajan; Ashutosh Nayyar; David I. Shuman; Demosthenis Teneketzis (IGARSS (5), 2008)

On the design of globally optimal communication strategies for real-time noisy communication systems with noisy feedback. - Aditya Mahajan; Demosthenis Teneketzis (IEEE J. Sel. Areas Commun., 2008)

Sequential team form and its simplification using graphical models. - Aditya Mahajan; Sekhar Tatikonda (Allerton, 2009)

A training based scheme for communicating over unknown channels with feedback. - Aditya Mahajan; Sekhar Tatikonda (Allerton, 2009)

A Graphical modeling approach to simplifying sequential teams. - Aditya Mahajan; Sekhar Tatikonda (WiOpt, 2009)

Optimal Performance of Networked Control Systems with Nonclassical Information Structures. - Aditya Mahajan; Demosthenis Teneketzis (SIAM J. Control. Optim., 2009)

Optimal design of sequential real-time communication systems. - Aditya Mahajan; Demosthenis Teneketzis (IEEE Trans. Inf. Theory, 2009)

Optimal transmission policies for two-user multiple access broadcast using dynamic team theory. - Aditya Mahajan (Allerton, 2010)

Measure and cost dependent properties of information structures. - Aditya Mahajan; Serdar Yüksel (ACC, 2010)

A structural result for delayed sharing information structures. - Ashutosh Nayyar; Aditya Mahajan; Demosthenis Teneketzis (ACC, 2010)

Opportunistic capacity and error exponent regions for variable length communication over compound channel with feedback. - Aditya Mahajan; Sekhar Tatikonda (CISS, 2010)

Opportunistic capacity and error exponent regions for compound channel with feedback. - Aditya Mahajan; Sekhar Tatikonda (ISIT, 2010)

Optimal sequential transmission over broadcast channel with nested feedback - Aditya Mahajan (CoRR, 2010)

Measurement Scheduling for Soil Moisture Sensing: From Physical Models to Optimal Control. - David I. Shuman; Ashutosh Nayyar; Aditya Mahajan; Yuriy Goykhman; Ke Li; Mingyan Liu; Demosthenis Teneketzis; Mahta Moghaddam; Dara Entekhabi (Proc. IEEE, 2010)

A Wireless Soil Moisture Smart Sensor Web Using Physics-Based Optimal Control: Concept and Initial Demonstrations. - Mahta Moghaddam; Dara Entekhabi; Yuriy Goykhman; Ke Li; Mingyan Liu; Aditya Mahajan; Ashutosh Nayyar; David I. Shuman; Demosthenis Teneketzis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010)

Optimal Control Strategies in Delayed Sharing Information Structures. - Ashutosh Nayyar; Aditya Mahajan; Demosthenis Teneketzis (IEEE Trans. Autom. Control., 2011)

Information structures in optimal decentralized control. - Aditya Mahajan; Nuno C. Martins; Michael Rotkowitz; Serdar Yüksel (CDC, 2012)

On optimal block Markov coding schemes for multiple-access channel with feedback. - Aditya Mahajan (CISS, 2012)

Structure of optimal policies in active sensing. - Aditya Mahajan (ICASSP, 2012)

Age Based User Interface in Mobile Operating System - Sumit Sharma 004; Rohitt Sharma; Paramjit Singh; Aditya Mahajan (CoRR, 2012)

Opportunistic Capacity and Error Exponent Region for the Compound Channel With Feedback. - Aditya Mahajan; Sekhar Tatikonda (IEEE Trans. Inf. Theory, 2012)

Static LQG teams with countably infinite players. - Aditya Mahajan; Nuno C. Martins; Serdar Yüksel (CDC, 2013)

Forensic Analysis of Instant Messenger Applications on Android Devices - Aditya Mahajan; M. S. Dahiya; Hitesh P. Sanghvi (CoRR, 2013)

Optimal Decentralized Control of Coupled Subsystems With Control Sharing. - Aditya Mahajan (IEEE Trans. Autom. Control., 2013)

Decentralized Stochastic Control with Partial History Sharing: A Common Information Approach. - Ashutosh Nayyar; Aditya Mahajan; Demosthenis Teneketzis (IEEE Trans. Autom. Control., 2013)

Average cost optimal threshold strategies for remote estimation with communication cost. - Jhelum Chakravorty; Aditya Mahajan (Allerton, 2014)

Team optimal control of coupled subsystems with mean-field sharing. - Jalal Arabneydi; Aditya Mahajan (CDC, 2014)

On the optimal thresholds in remote state estimation with communication costs. - Jhelum Chakravorty; Aditya Mahajan (CDC, 2014)

Simultaneous real-time transmission of multiple Markov sources over a shared channel. - Mehnaz Mannan; Aditya Mahajan (ISIT, 2014)

Reinforcement learning in decentralized stochastic control systems with partial history sharing. - Jalal Arabneydi; Aditya Mahajan (ACC, 2015)

An estimation based allocation rule with super-linear regret and finite lock-on time for time-dependent multi-armed bandit processes. - Prokopis C. Prokopiou; Peter E. Caines; Aditya Mahajan (CCECE, 2015)

Team-optimal solution of finite number of mean-field coupled LQG subsystems. - Jalal Arabneydi; Aditya Mahajan (CDC, 2015)

On computing optimal thresholds in decentralized sequential hypothesis testing. - Can Cui; Aditya Mahajan (CDC, 2015)

Distortion-transmission trade-off in real-time transmission of Gauss-Markov sources. - Jhelum Chakravorty; Aditya Mahajan (ISIT, 2015)

Distortion-transmission trade-off in real-time transmission of Markov sources. - Jhelum Chakravorty; Aditya Mahajan (ITW, 2015)

Structure of optimal privacy-preserving policies in smart-metered systems with a rechargeable battery. - Simon Li; Ashish Khisti; Aditya Mahajan (SPAWC, 2015)

An algorithmic approach to identify irrelevant information in sequential teams. - Aditya Mahajan; Sekhar Tatikonda (Autom., 2015)

Fundamental limits of remote estimation of Markov processes under communication constraints. - Jhelum Chakravorty; Aditya Mahajan (CoRR, 2015)

Sufficient Statistics for Linear Control Strategies in Decentralized Systems With Partial History Sharing. - Aditya Mahajan; Ashutosh Nayyar (IEEE Trans. Autom. Control., 2015)

Privacy-optimal strategies for smart metering systems with a rechargeable battery. - Simon Li; Ashish Khisti; Aditya Mahajan (ACC, 2016)

Structural results for two-user interactive communication. - Jhelum Chakravorty; Aditya Mahajan (ISIT, 2016)

Decentralized stochastic control. - Aditya Mahajan; Mehnaz Mannan (Ann. Oper. Res., 2016)

Stochastic approximation based methods for computing the optimal thresholds in remote-state estimation with packet drops. - Jhelum Chakravorty; Jayakumar Subramanian; Aditya Mahajan (ACC, 2017)

Multi-armed bandits for efficient lifetime estimation in MPSoC design. - Calvin Ma; Aditya Mahajan; Brett H. Meyer (DATE, 2017)

On privacy in smart metering systems with periodically time-varying input distribution. - Yu Liu; Ashish Khisti; Aditya Mahajan (GlobalSIP, 2017)

Structure of optimal strategies for remote estimation over Gilbert-Elliott channel with feedback. - Jhelum Chakravorty; Aditya Mahajan (ISIT, 2017)

Remote Estimation over Control Area Networks. - Aditya Mahajan (VTC Fall, 2017)

Fundamental Limits of Remote Estimation of Autoregressive Markov Processes Under Communication Constraints. - Jhelum Chakravorty; Aditya Mahajan (IEEE Trans. Autom. Control., 2017)

Team Optimal Decentralized State Estimation. - Mohammad Afshari; Aditya Mahajan (CDC, 2018)

Optimal sampling of multiple linear processes over a shared medium. - Sebin Mathew; Karl H. Johannson; Aditya Mahajan (CDC, 2018)

On Controllability of Leader-Follower Dynamics over a Directed Graph. - Jayakumar Subramanian; Aditya Mahajan; Aditya A. Paranjape (CDC, 2018)

Sufficient Conditions for the Value Function and Optimal Strategy to be Even and Quasi-Convex. - Jhelum Chakravorty; Aditya Mahajan (IEEE Trans. Autom. Control., 2018)

Information-Theoretic Privacy for Smart Metering Systems with a Rechargeable Battery. - Simon Li; Ashish Khisti; Aditya Mahajan (IEEE Trans. Inf. Theory, 2018)

Reinforcement Learning in Stationary Mean-field Games. - Jayakumar Subramanian; Aditya Mahajan (AAMAS, 2019)

Restless bandits with controlled restarts: Indexability and computation of Whittle index. - Nima Akbarzadeh; Aditya Mahajan (CDC, 2019)

Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions. - Shuang Gao; Aditya Mahajan (CDC, 2019)

Approximate information state for partially observed systems. - Jayakumar Subramanian; Aditya Mahajan (CDC, 2019)

Dynamic spectrum access under partial observations: A restless bandit approach. - Nima Akbarzadeh; Aditya Mahajan (CWIT, 2019)

Completeness Seeking Probabilistic Coverage Estimation using Uncertain State Estimates. - Aditya Mahajan; Stephen Rock (IROS, 2020)

Cross-layer communication over fading channels with adaptive decision feedback. - Borna Sayedana; Aditya Mahajan; Edmund Yeh (WiOpt, 2020)

Restless bandits: indexability and computation of Whittle index. - Nima Akbarzadeh; Aditya Mahajan (CoRR, 2020)

Optimal Local and Remote Controllers With Unreliable Uplink Channels: An Elementary Proof. - Mohammad Afshari; Aditya Mahajan (IEEE Trans. Autom. Control., 2020)

Remote Estimation Over a Packet-Drop Channel With Markovian State. - Jhelum Chakravorty; Aditya Mahajan (IEEE Trans. Autom. Control., 2020)

Renewal Monte Carlo: Renewal Theory-Based Reinforcement Learning. - Jayakumar Subramanian; Aditya Mahajan (IEEE Trans. Autom. Control., 2020)

Counterexamples on the Monotonicity of Delay Optimal Strategies for Energy Harvesting Transmitters. - Borna Sayedana; Aditya Mahajan (IEEE Wirel. Commun. Lett., 2020)

Thompson sampling for linear quadratic mean-field teams. - Mukul Gagrani; Sagar Sudhakara; Aditya Mahajan; Ashutosh Nayyar; Yi Ouyang 002 (CDC, 2021)

Decision Referrals in Human-Automation Teams. - Kesav Kaza; Jerome Le Ny; Aditya Mahajan (CDC, 2021)

Mean-field approximation for large-population beauty-contest games. - Raihan Seraj; Jerome Le Ny; Aditya Mahajan (CDC, 2021)

Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index. - Nima Akbarzadeh; Aditya Mahajan (CoRR, 2021)

A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems. - Mukul Gagrani; Sagar Sudhakara; Aditya Mahajan; Ashutosh Nayyar; Yi Ouyang 002 (CoRR, 2021)

Scalable Operator Allocation for Multi-Robot Assistance: A Restless Bandit Approach. - Abhinav Dahiya; Nima Akbarzadeh; Aditya Mahajan; Stephen L. Smith 001 (CoRR, 2021)

Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Switched Linear Systems. - Borna Sayedana; Mohammad Afshari; Peter E. Caines; Aditya Mahajan (CoRR, 2021)

Multi-Agent Estimation and Filtering for Minimizing Team Mean-Squared Error. - Mohammad Afshari; Aditya Mahajan (IEEE Trans. Signal Process., 2021)

Partially observable restless bandits with restarts: indexability and computation of Whittle index. - Nima Akbarzadeh; Aditya Mahajan (CDC, 2022)

A modified Thompson sampling-based learning algorithm for unknown linear systems. - Mukul Gagrani; Sagar Sudhakara; Aditya Mahajan; Ashutosh Nayyar; Yi Ouyang 002 (CDC, 2022)

Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems. - Borna Sayedana; Mohammad Afshari; Peter E. Caines; Aditya Mahajan (CDC, 2022)

Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems. - Borna Sayedana; Mohammad Afshari; Peter E. Caines; Aditya Mahajan (CDC, 2022)

Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems. - Jayakumar Subramanian; Amit Sinha; Raihan Seraj; Aditya Mahajan (J. Mach. Learn. Res., 2022)

Structure-Aware Reinforcement Learning for Node-Overload Protection in Mobile Edge Computing. - Anirudha Jitani; Aditya Mahajan; Zhongwen Zhu; Hatem Abou-Zeid; Emmanuel Thepie Fapi; Hakimeh Purmehdi (IEEE Trans. Cogn. Commun. Netw., 2022)

Scalable Operator Allocation for Multirobot Assistance: A Restless Bandit Approach. - Abhinav Dahiya; Nima Akbarzadeh; Aditya Mahajan; Stephen L. Smith 001 (IEEE Trans. Control. Netw. Syst., 2022)

Optimal Control of Network-Coupled Subsystems: Spectral Decomposition and Low-Dimensional Solutions. - Shuang Gao; Aditya Mahajan (IEEE Trans. Control. Netw. Syst., 2022)

Weighted-Norm Bounds on Model Approximation in MDPs with Unbounded Per-Step Cost. - Berk Bozkurt; Aditya Mahajan; Ashutosh Nayyar; Yi Ouyang 002 (CDC, 2023)

Relative Almost Sure Regret Bounds for Certainty Equivalence Control of Markov Jump Systems. - Borna Sayedana; Mohammad Afshari; Peter E. Caines; Aditya Mahajan (CDC, 2023)

Asymmetric Actor-Critic with Approximate Information State. - Amit Sinha; Aditya Mahajan (CDC, 2023)

Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning. - Hadi Nekoei; Akilesh Badrinaaraayanan; Amit Sinha; Mohammad Amini; Janarthanan Rajendran; Aditya Mahajan; Sarath Chandar (CoLLAs, 2023)

Approximate information state based convergence analysis of recurrent Q-learning. - Erfan Seyedsalehi; Nima Akbarzadeh; Amit Sinha; Aditya Mahajan (CoRR, 2023)

Mean-field games among teams. - Jayakumar Subramanian; Akshat Kumar; Aditya Mahajan (CoRR, 2023)

Robustness and Sample Complexity of Model-Based MARL for General-Sum Markov Games. - Jayakumar Subramanian; Amit Sinha; Aditya Mahajan (Dyn. Games Appl., 2023)

Scalable Regret for Learning to Control Network-Coupled Subsystems With Unknown Dynamics. - Sagar Sudhakara; Aditya Mahajan; Ashutosh Nayyar; Yi Ouyang 002 (IEEE Trans. Control. Netw. Syst., 2023)

Decentralized Linear Quadratic Systems With Major and Minor Agents and Non-Gaussian Noise. - Mohammad Afshari; Aditya Mahajan (IEEE Trans. Autom. Control., 2023)

On learning history-based policies for controlling Markov decision processes. - Gandharv Patil; Aditya Mahajan; Doina Precup (AISTATS, 2024)

Constant step-size stochastic approximation with delayed updates. - Aditya Mahajan; Silviu-Iulian Niculescu; Mathukumalli Vidyasagar (CDC, 2024)

A vector almost-supermartingale convergence theorem and its applications. - Aditya Mahajan; Silviu-Iulian Niculescu; Mathukumalli Vidyasagar (CDC, 2024)

Asymptotic Normality of Cumulative Cost in Linear Quadratic Regulators. - Borna Sayedana; Peter E. Caines; Aditya Mahajan (CDC, 2024)

Agent-state based policies in POMDPs: Beyond belief-state MDPs. - Amit Sinha; Aditya Mahajan (CDC, 2024)

Bridging State and History Representations: Understanding Self-Predictive RL. - Tianwei Ni; Benjamin Eysenbach; Erfan Seyedsalehi; Michel Ma; Clement Gehring; Aditya Mahajan; Pierre-Luc Bacon (ICLR, 2024)

Periodic agent-state based Q-learning for POMDPs. - Amit Sinha; Matthieu Geist; Aditya Mahajan (NeurIPS, 2024)

Concentration of Cumulative Reward in Markov Decision Processes. - Borna Sayedana; Peter E. Caines; Aditya Mahajan (CoRR, 2024)

Two families of indexable partially observable restless bandits and Whittle index computation. - Nima Akbarzadeh; Aditya Mahajan (Perform. Evaluation, 2024)

Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems. - Borna Sayedana; Mohammad Afshari; Peter E. Caines; Aditya Mahajan (IEEE Trans. Autom. Control., 2024)

On Learning Whittle Index Policy for Restless Bandits With Scalable Regret. - Nima Akbarzadeh; Aditya Mahajan (IEEE Trans. Control. Netw. Syst., 2024)

Fatigue and Task Load Dependent Decision Referrals for Joint Binary Classification in Human-Automation Teams. - Raihan Seraj; Jerome Le Ny; Aditya Mahajan (IEEE Control. Syst. Lett., 2025)

A Theoretical Justification for Asymmetric Actor-Critic Algorithms. - Gaspard Lambrechts; Damien Ernst; Aditya Mahajan (CoRR, 2025)

Best Linear Controllers for Decentralized Linear Quadratic Systems. - Mohammad Afshari; Aditya Mahajan (J. Syst. Sci. Complex., 2025)

Task load dependent decision referrals for joint binary classification in human-automation teams. - Kesav Kaza; Jerome Le Ny; Aditya Mahajan (CoRR, 2025)

Model Approximation in MDPs With Unbounded Per-Step Cost. - Berk Bozkurt; Aditya Mahajan; Ashutosh Nayyar; Yi Ouyang 002 (IEEE Trans. Autom. Control., 2025)